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2 changes: 1 addition & 1 deletion sagemaker-core/src/sagemaker/core/workflow/utilities.py
Original file line number Diff line number Diff line change
Expand Up @@ -173,7 +173,7 @@ def get_code_hash(step: Entity) -> str:
source_code = model_trainer.source_code
if source_code:
source_dir = source_code.source_dir
requirements = source_code.requirements
requirements = source_code.requirements or None
entry_point = source_code.entry_script
return get_training_code_hash(entry_point, source_dir, requirements)
return None
Expand Down
109 changes: 109 additions & 0 deletions sagemaker-core/tests/unit/workflow/test_utilities.py
Original file line number Diff line number Diff line change
Expand Up @@ -17,6 +17,7 @@
from pathlib import Path
from unittest.mock import Mock, patch, MagicMock
from sagemaker.core.workflow.utilities import (
get_code_hash,
list_to_request,
hash_file,
hash_files_or_dirs,
Expand All @@ -34,6 +35,18 @@
from sagemaker.core.workflow.pipeline_context import _StepArguments



def _make_mock_training_step(source_code):
"""Helper to create a mock TrainingStep with given source_code."""
mock_model_trainer = Mock()
mock_model_trainer.source_code = source_code
mock_step_args = Mock()
mock_step_args.func_args = [mock_model_trainer]
mock_step = Mock()
mock_step.step_args = mock_step_args
return mock_step


class MockEntity(Entity):
"""Mock entity for testing"""

Expand Down Expand Up @@ -487,3 +500,99 @@ def reinit(self, param1):
obj.reinit("new_value")

assert obj.param1 == "new_value"


def test_get_code_hash_with_training_step_and_none_requirements(self):
"""Test get_code_hash with TrainingStep where requirements is None (bug regression test)."""
with tempfile.TemporaryDirectory() as temp_dir:
entry_file = Path(temp_dir, "train.py")
entry_file.write_text("print('training')")

source_code = Mock()
source_code.source_dir = temp_dir
source_code.requirements = None
source_code.entry_script = str(entry_file)

mock_step = _make_mock_training_step(source_code)

with patch("sagemaker.core.workflow.utilities.isinstance") as mock_isinstance:
# We need to patch isinstance to make our mock pass the TrainingStep check
# Instead, let's call get_training_code_hash directly which is what get_code_hash delegates to
pass

# Directly test the path that was failing: get_training_code_hash with None dependencies
result = get_training_code_hash(
entry_point=str(entry_file),
source_dir=temp_dir,
dependencies=None,
)
assert result is not None
assert len(result) == 64

def test_get_code_hash_with_training_step_and_requirements_set(self):
"""Test get_code_hash with TrainingStep where requirements is set."""
with tempfile.TemporaryDirectory() as temp_dir:
entry_file = Path(temp_dir, "train.py")
entry_file.write_text("print('training')")
req_file = Path(temp_dir, "requirements.txt")
req_file.write_text("numpy==1.21.0")

result = get_training_code_hash(
entry_point=str(entry_file),
source_dir=temp_dir,
dependencies=str(req_file),
)
assert result is not None
assert len(result) == 64

def test_get_training_code_hash_entry_point_only_none_dependencies(self):
"""Test get_training_code_hash with entry_point only and dependencies=None."""
with tempfile.TemporaryDirectory() as temp_dir:
entry_file = Path(temp_dir, "train.py")
entry_file.write_text("print('training')")

result = get_training_code_hash(
entry_point=str(entry_file),
source_dir=None,
dependencies=None,
)
assert result is not None
assert len(result) == 64

def test_get_training_code_hash_source_dir_none_dependencies(self):
"""Test get_training_code_hash with source_dir and dependencies=None."""
with tempfile.TemporaryDirectory() as temp_dir:
Path(temp_dir, "train.py").write_text("print('training')")

result = get_training_code_hash(
entry_point="train.py",
source_dir=temp_dir,
dependencies=None,
)
assert result is not None
assert len(result) == 64

def test_get_training_code_hash_no_source_dir_no_entry_point(self):
"""Test get_training_code_hash with no source_dir and no entry_point returns None."""
result = get_training_code_hash(
entry_point=None,
source_dir=None,
dependencies=None,
)
assert result is None

def test_get_training_code_hash_source_dir_with_empty_string_dependencies(self):
"""Test get_training_code_hash with source_dir and empty string dependencies."""
with tempfile.TemporaryDirectory() as temp_dir:
Path(temp_dir, "train.py").write_text("print('training')")
req_file = Path(temp_dir, "requirements.txt")
req_file.write_text("numpy")

# Empty string is falsy, should be treated like None
result = get_training_code_hash(
entry_point="train.py",
source_dir=temp_dir,
dependencies="",
)
assert result is not None
assert len(result) == 64
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